You learn data science by doing data science. The capstone project class will allow students to define, design, develop and deploy data science projects that can be used to show your skills to potential employers. Projects will be drawn from real-world problems and will be conducted with industry, government, and academic partners.
You learn how to integrate and apply your knowledge and skills gained during the program by engaging in a series of hands-on projects supported by our industry partners to build a full data science pipeline from understanding the problem, preparing data , analyzing and visualizing data to building and evaluation models. Moreover, you also learn the importance of A/B testing in model deployment. Finally, you learn how effectively to communicate and present the insights and recommendations derived from data mining using visualization and storytelling techniques.